{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Plot voltage components"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In a 1D model, the voltage of a cell is given by the difference in solid-phase potentials at the two edges of the domain\n",
    "\n",
    "$$\n",
    "V = \\left.\\phi_\\mathrm{s,p}\\right\\rvert_{x=L}\n",
    "    - \\left.\\phi_\\mathrm{s,n}\\right\\rvert_{x=0}\n",
    "$$\n",
    "\n",
    "We can decompose this voltage into constituent components by adding and subtracting terms and regrouping:\n",
    "\n",
    "$$\n",
    "\\begin{align*}\n",
    "V =& \\left(\\left.\\phi_\\mathrm{s,p}\\right\\rvert_{x=L} - \\bar{\\phi}_\\mathrm{s,p}\\right)\n",
    "&\\quad&\\text{Positive solid phase ohmic losses} \n",
    "\\\\\n",
    "&- \\left(\\left.\\phi_\\mathrm{s,n}\\right\\rvert_{x=L} - \\bar{\\phi}_\\mathrm{s,n}\\right) \n",
    "&&\\text{Negative solid phase ohmic losses} \n",
    "\\\\\n",
    "&+ \\bar{\\eta}_\\mathrm{p}\n",
    "&&\\text{Positive reaction overpotential} \n",
    "\\\\\n",
    "&- \\bar{\\eta}_\\mathrm{n}\n",
    "&&\\text{Negative reaction overpotential} \n",
    "\\\\\n",
    "&+ \\left(\\bar{\\phi}_\\mathrm{e,p}-\\bar{\\phi}_\\mathrm{e,n}\\right)\n",
    "&&\\text{Electrolyte overpotential}\n",
    "\\\\\n",
    "&+ \\left(\\overline{U(c_\\mathrm{p}^\\mathrm{surf})}-U(\\bar{c}_\\mathrm{p})\\right)\n",
    "&&\\text{Positive particle overpotential}\n",
    "\\\\\n",
    "&- \\left(\\overline{U(c_\\mathrm{n}^\\mathrm{surf})}-U(\\bar{c}_\\mathrm{n})\\right)\n",
    "&&\\text{Negative particle overpotential}\n",
    "\\\\\n",
    "&+ U(\\bar{c}_\\mathrm{p})\n",
    "&&\\text{Positive bulk open-circuit potential}\n",
    "\\\\\n",
    "&- U(\\bar{c}_\\mathrm{n})\n",
    "&&\\text{Negative bulk open-circuit potential}\n",
    "\\end{align*}\n",
    "$$\n",
    "\n",
    "where \n",
    "\n",
    "$$\n",
    "\\eta = \\phi_\\mathrm{s} - \\phi_\\mathrm{e} - U(c^\\mathrm{surf})\n",
    "$$\n",
    "\n",
    "and $\\bar{\\cdot}$ represents the average value of the variable over its subdomain."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To demonstrate this, we solve a standard DFN model with the Chen2020 parameter set and plot the various potentials"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "9f5c38b966754ac9902e15cd3356984c",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=0.0, description='t', max=3555.4443163107762, step=35.55444316310776),…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<pybamm.plotting.quick_plot.QuickPlot at 0x1339b4620>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%pip install \"pybamm[plot,cite]\" -q    # install PyBaMM if it is not installed\n",
    "import pybamm\n",
    "\n",
    "model = pybamm.lithium_ion.DFN()\n",
    "\n",
    "experiment = pybamm.Experiment([\"Discharge at 1C until 2.5 V\"])\n",
    "\n",
    "sim = pybamm.Simulation(\n",
    "    model, experiment=experiment, parameter_values=pybamm.ParameterValues(\"Chen2020\")\n",
    ")\n",
    "sol = sim.solve()\n",
    "\n",
    "sol.plot(\n",
    "    [\n",
    "        \"Negative electrode bulk open-circuit potential [V]\",\n",
    "        \"Positive electrode bulk open-circuit potential [V]\",\n",
    "        \"Negative particle concentration overpotential [V]\",\n",
    "        \"Positive particle concentration overpotential [V]\",\n",
    "        \"X-averaged negative electrode reaction overpotential [V]\",\n",
    "        \"X-averaged positive electrode reaction overpotential [V]\",\n",
    "        \"X-averaged concentration overpotential [V]\",\n",
    "        \"X-averaged electrolyte ohmic losses [V]\",\n",
    "        \"X-averaged negative electrode ohmic losses [V]\",\n",
    "        \"X-averaged positive electrode ohmic losses [V]\",\n",
    "    ],\n",
    ")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A more useful visualization is given by the `plot_voltage_components` function, which can either plot all the individual voltage components"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(<Figure size 800x400 with 1 Axes>, <Axes: xlabel='Time [h]'>)"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sol.plot_voltage_components(split_by_electrode=True)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "or group positive and negative together"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(<Figure size 800x400 with 1 Axes>, <Axes: xlabel='Time [h]'>)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sol.plot_voltage_components()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Additionally, for a composite particle model, we can choose which phase to plot the open-circuit potential, concentration and reaction overpotentials for. This is shown in [the composite particle notebook](../models/composite_particle.ipynb)."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that this function further splits the electrolyte overpotential into the contribution from the electrolyte gradient and the contribution from ohmic losses"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## References\n",
    "\n",
    "The relevant papers for this notebook are:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1] Joel A. E. Andersson, Joris Gillis, Greg Horn, James B. Rawlings, and Moritz Diehl. CasADi – A software framework for nonlinear optimization and optimal control. Mathematical Programming Computation, 11(1):1–36, 2019. doi:10.1007/s12532-018-0139-4.\n",
      "[2] Von DAG Bruggeman. Berechnung verschiedener physikalischer konstanten von heterogenen substanzen. i. dielektrizitätskonstanten und leitfähigkeiten der mischkörper aus isotropen substanzen. Annalen der physik, 416(7):636–664, 1935.\n",
      "[3] Chang-Hui Chen, Ferran Brosa Planella, Kieran O'Regan, Dominika Gastol, W. Dhammika Widanage, and Emma Kendrick. Development of Experimental Techniques for Parameterization of Multi-scale Lithium-ion Battery Models. Journal of The Electrochemical Society, 167(8):080534, 2020. doi:10.1149/1945-7111/ab9050.\n",
      "[4] Marc Doyle, Thomas F. Fuller, and John Newman. Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell. Journal of the Electrochemical society, 140(6):1526–1533, 1993. doi:10.1149/1.2221597.\n",
      "[5] Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, Ralf Gommers, Pauli Virtanen, David Cournapeau, Eric Wieser, Julian Taylor, Sebastian Berg, Nathaniel J. Smith, and others. Array programming with NumPy. Nature, 585(7825):357–362, 2020. doi:10.1038/s41586-020-2649-2.\n",
      "[6] Alan C. Hindmarsh. The PVODE and IDA algorithms. Technical Report, Lawrence Livermore National Lab., CA (US), 2000. doi:10.2172/802599.\n",
      "[7] Alan C. Hindmarsh, Peter N. Brown, Keith E. Grant, Steven L. Lee, Radu Serban, Dan E. Shumaker, and Carol S. Woodward. SUNDIALS: Suite of nonlinear and differential/algebraic equation solvers. ACM Transactions on Mathematical Software (TOMS), 31(3):363–396, 2005. doi:10.1145/1089014.1089020.\n",
      "[8] Valentin Sulzer, Scott G. Marquis, Robert Timms, Martin Robinson, and S. Jon Chapman. Python Battery Mathematical Modelling (PyBaMM). Journal of Open Research Software, 9(1):14, 2021. doi:10.5334/jors.309.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "pybamm.print_citations()"
   ]
  }
 ],
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